Profiling Report - IMBD Dataset

Dataset statistics

Number of variables	25
Number of observations	4745
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	42
Duplicate rows (%)	0.9%
Total size in memory	1.1 MiB
Average record size in memory	235.8 B

Variable types

Text	7
Numeric	16
Categorical	2

Alerts

Dataset has 42 (0.9%) duplicate rows	Duplicates
`content_rating` is highly imbalanced (50.8%)	Imbalance
`budget` is highly skewed (γ1 = 49.20095838)	Skewed
`director_fb_likes` has 835 (17.6%) zeros	Zeros
`actor_3_fb_likes` has 66 (1.4%) zeros	Zeros
`facenumber_in_poster` has 2035 (42.9%) zeros	Zeros
`movie_fb_likes` has 2104 (44.3%) zeros	Zeros

Reproduction

Analysis started	2024-04-10 12:32:52.580708
Analysis finished	2024-04-10 12:34:50.520855
Duration	1 minute and 57.94 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

director_name
Text

Distinct	2244
Distinct (%)	47.3%
Missing	0
Missing (%)	0.0%
Memory size	203.2 KiB

Length

Max length	32
Median length	24
Mean length	13.079663
Min length	3

Characters and Unicode

Total characters	62063
Distinct characters	76
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1371 ?
Unique (%)	28.9%

Sample

1st row	James Cameron
2nd row	Gore Verbinski
3rd row	Sam Mendes
4th row	Christopher Nolan
5th row	Andrew Stanton

Value	Count	Frequency (%)
john	175	1.8%
david	145	1.5%
michael	124	1.3%
james	85	0.9%
peter	84	0.9%
robert	81	0.8%
richard	79	0.8%
paul	78	0.8%
scott	65	0.7%
lee	57	0.6%
Other values (2797)	8889	90.1%

Most occurring characters

Value	Count	Frequency (%)
e	5874	9.5%
	5117	8.2%
a	5022	8.1%
n	4474	7.2%
r	4280	6.9%
o	3657	5.9%
i	3532	5.7%
l	2854	4.6%
t	2236	3.6%
s	2001	3.2%
Other values (66)	23016	37.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	62063	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	5874	9.5%
	5117	8.2%
a	5022	8.1%
n	4474	7.2%
r	4280	6.9%
o	3657	5.9%
i	3532	5.7%
l	2854	4.6%
t	2236	3.6%
s	2001	3.2%
Other values (66)	23016	37.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	62063	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	5874	9.5%
	5117	8.2%
a	5022	8.1%
n	4474	7.2%
r	4280	6.9%
o	3657	5.9%
i	3532	5.7%
l	2854	4.6%
t	2236	3.6%
s	2001	3.2%
Other values (66)	23016	37.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	62063	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	5874	9.5%
	5117	8.2%
a	5022	8.1%
n	4474	7.2%
r	4280	6.9%
o	3657	5.9%
i	3532	5.7%
l	2854	4.6%
t	2236	3.6%
s	2001	3.2%
Other values (66)	23016	37.1%

num_critic_for_reviews
Real number (ℝ)

Distinct	527
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	146.08662

Minimum	1
Maximum	813
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	1
5-th percentile	13
Q1	57
median	117
Q3	201
95-th percentile	391
Maximum	813
Range	812
Interquartile range (IQR)	144

Descriptive statistics

Standard deviation	121.11349
Coefficient of variation (CV)	0.8290526
Kurtosis	2.8862095
Mean	146.08662
Median Absolute Deviation (MAD)	68
Skewness	1.5052961
Sum	693181
Variance	14668.478
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
81	33	0.7%
43	30	0.6%
63	29	0.6%
25	29	0.6%
46	28	0.6%
16	28	0.6%
97	28	0.6%
50	28	0.6%
112	28	0.6%
29	28	0.6%
Other values (517)	4456	93.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	22	0.5%
2	17	0.4%
3	9	0.2%
4	14	0.3%
5	26	0.5%
6	15	0.3%
7	18	0.4%
8	25	0.5%
9	24	0.5%
10	26	0.5%

Value	Count	Frequency (%)
813	1	< 0.1%
775	1	< 0.1%
765	1	< 0.1%
750	2	< 0.1%
739	1	< 0.1%
738	1	< 0.1%
733	1	< 0.1%
723	1	< 0.1%
712	1	< 0.1%
703	2	< 0.1%

duration
Real number (ℝ)

Distinct	164
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108.62044

Minimum	14
Maximum	330
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	14
5-th percentile	84
Q1	94
median	104
Q3	118
95-th percentile	146
Maximum	330
Range	316
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	22.523631
Coefficient of variation (CV)	0.20736089
Kurtosis	11.772115
Mean	108.62044
Median Absolute Deviation (MAD)	11
Skewness	2.226497
Sum	515404
Variance	507.31396
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	143	3.0%
100	136	2.9%
101	133	2.8%
98	130	2.7%
97	125	2.6%
93	122	2.6%
95	121	2.6%
99	120	2.5%
94	120	2.5%
106	109	2.3%
Other values (154)	3486	73.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	< 0.1%
20	1	< 0.1%
25	1	< 0.1%
34	1	< 0.1%
37	1	< 0.1%
41	1	< 0.1%
45	2	< 0.1%
46	1	< 0.1%
47	1	< 0.1%
53	1	< 0.1%

Value	Count	Frequency (%)
330	1	< 0.1%
325	1	< 0.1%
300	1	< 0.1%
293	1	< 0.1%
289	1	< 0.1%
280	1	< 0.1%
271	1	< 0.1%
270	1	< 0.1%
251	2	< 0.1%
240	2	< 0.1%

director_fb_likes
Real number (ℝ)

ZEROS

Distinct	429
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	707.98778

Minimum	0
Maximum	23000
Zeros	835
Zeros (%)	17.6%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	52
Q3	209
95-th percentile	1000
Maximum	23000
Range	23000
Interquartile range (IQR)	201

Descriptive statistics

Standard deviation	2853.5003
Coefficient of variation (CV)	4.0304373
Kurtosis	26.160629
Mean	707.98778
Median Absolute Deviation (MAD)	52
Skewness	5.1294727
Sum	3359402
Variance	8142464.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	835	17.6%
3	65	1.4%
6	61	1.3%
7	58	1.2%
11	57	1.2%
2	56	1.2%
4	54	1.1%
10	51	1.1%
12	48	1.0%
5	48	1.0%
Other values (419)	3412	71.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	835	17.6%
2	56	1.2%
3	65	1.4%
4	54	1.1%
5	48	1.0%
6	61	1.3%
7	58	1.2%
8	47	1.0%
9	46	1.0%
10	51	1.1%

Value	Count	Frequency (%)
23000	1	< 0.1%
22000	8	0.2%
21000	10	0.2%
18000	4	0.1%
17000	20	0.4%
16000	28	0.6%
15000	2	< 0.1%
14000	30	0.6%
13000	26	0.5%
12000	17	0.4%

actor_3_fb_likes
Real number (ℝ)

ZEROS

Distinct	905
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	667.40506

Minimum	0
Maximum	23000
Zeros	66
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	0
5-th percentile	13
Q1	141
median	384
Q3	642
95-th percentile	1000
Maximum	23000
Range	23000
Interquartile range (IQR)	501

Descriptive statistics

Standard deviation	1708.8646
Coefficient of variation (CV)	2.5604609
Kurtosis	57.241954
Mean	667.40506
Median Absolute Deviation (MAD)	251
Skewness	7.0857549
Sum	3166837
Variance	2920218.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	124	2.6%
0	66	1.4%
11000	29	0.6%
2000	27	0.6%
3000	26	0.5%
3	23	0.5%
826	22	0.5%
7	21	0.4%
249	19	0.4%
4	18	0.4%
Other values (895)	4370	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	66	1.4%
2	16	0.3%
3	23	0.5%
4	18	0.4%
5	12	0.3%
6	17	0.4%
7	21	0.4%
8	15	0.3%
9	14	0.3%
10	12	0.3%

Value	Count	Frequency (%)
23000	2	< 0.1%
20000	1	< 0.1%
19000	5	0.1%
17000	1	< 0.1%
16000	3	0.1%
15000	1	< 0.1%
14000	6	0.1%
13000	5	0.1%
12000	8	0.2%
11000	29	0.6%

actor_2_name
Text

Distinct	2824
Distinct (%)	59.5%
Missing	0
Missing (%)	0.0%
Memory size	203.2 KiB

Length

Max length	28
Median length	25
Mean length	13.069547
Min length	3

Characters and Unicode

Total characters	62015
Distinct characters	78
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1915 ?
Unique (%)	40.4%

Sample

1st row	Joel David Moore
2nd row	Orlando Bloom
3rd row	Rory Kinnear
4th row	Christian Bale
5th row	Samantha Morton

Value	Count	Frequency (%)
michael	94	1.0%
david	54	0.6%
john	53	0.5%
james	50	0.5%
tom	48	0.5%
scott	48	0.5%
jason	43	0.4%
robert	42	0.4%
kevin	39	0.4%
bruce	36	0.4%
Other values (3619)	9306	94.8%

Most occurring characters

Value	Count	Frequency (%)
e	5867	9.5%
a	5568	9.0%
	5068	8.2%
n	4486	7.2%
r	4154	6.7%
i	3805	6.1%
o	3427	5.5%
l	3232	5.2%
t	2210	3.6%
s	2039	3.3%
Other values (68)	22159	35.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	62015	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	5867	9.5%
a	5568	9.0%
	5068	8.2%
n	4486	7.2%
r	4154	6.7%
i	3805	6.1%
o	3427	5.5%
l	3232	5.2%
t	2210	3.6%
s	2039	3.3%
Other values (68)	22159	35.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	62015	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	5867	9.5%
a	5568	9.0%
	5068	8.2%
n	4486	7.2%
r	4154	6.7%
i	3805	6.1%
o	3427	5.5%
l	3232	5.2%
t	2210	3.6%
s	2039	3.3%
Other values (68)	22159	35.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	62015	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	5867	9.5%
a	5568	9.0%
	5068	8.2%
n	4486	7.2%
r	4154	6.7%
i	3805	6.1%
o	3427	5.5%
l	3232	5.2%
t	2210	3.6%
s	2039	3.3%
Other values (68)	22159	35.7%

actor_1_fb_likes
Real number (ℝ)

Distinct	843
Distinct (%)	17.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6821.6906

Minimum	0
Maximum	640000
Zeros	14
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	0
5-th percentile	117
Q1	638
median	1000
Q3	11000
95-th percentile	24000
Maximum	640000
Range	640000
Interquartile range (IQR)	10362

Descriptive statistics

Standard deviation	14943.707
Coefficient of variation (CV)	2.1906164
Kurtosis	722.02214
Mean	6821.6906
Median Absolute Deviation (MAD)	792
Skewness	19.530386
Sum	32368922
Variance	2.2331439 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	421	8.9%
11000	209	4.4%
2000	190	4.0%
3000	151	3.2%
12000	135	2.8%
13000	126	2.7%
14000	122	2.6%
10000	109	2.3%
18000	109	2.3%
22000	80	1.7%
Other values (833)	3093	65.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	0.3%
2	6	0.1%
3	2	< 0.1%
4	2	< 0.1%
5	4	0.1%
6	3	0.1%
7	2	< 0.1%
9	3	0.1%
11	2	< 0.1%
12	3	0.1%

Value	Count	Frequency (%)
640000	1	< 0.1%
260000	2	< 0.1%
164000	2	< 0.1%
137000	2	< 0.1%
87000	8	0.2%
77000	1	< 0.1%
49000	27	0.6%
46000	1	< 0.1%
45000	5	0.1%
44000	2	< 0.1%

gross
Real number (ℝ)

Distinct	4146
Distinct (%)	87.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45202964

Minimum	162
Maximum	7.6050585 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	162
5-th percentile	100751
Q1	6531491
median	24848292
Q3	54557348
95-th percentile	1.7096688 × 10⁸
Maximum	7.6050585 × 10⁸
Range	7.6050568 × 10⁸
Interquartile range (IQR)	48025857

Descriptive statistics

Standard deviation	64598174
Coefficient of variation (CV)	1.4290694
Kurtosis	17.370468
Mean	45202964
Median Absolute Deviation (MAD)	20807704
Skewness	3.3896832
Sum	2.1448806 × 10¹¹
Variance	4.1729241 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24848292	461	9.7%
5000000	4	0.1%
34964818	3	0.1%
3000000	3	0.1%
144512310	3	0.1%
5773519	3	0.1%
218051260	3	0.1%
177343675	3	0.1%
7000000	3	0.1%
47000000	3	0.1%
Other values (4136)	4256	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
162	1	< 0.1%
423	1	< 0.1%
607	1	< 0.1%
703	1	< 0.1%
721	1	< 0.1%
728	1	< 0.1%
828	1	< 0.1%
1029	1	< 0.1%
1100	1	< 0.1%
1111	1	< 0.1%

Value	Count	Frequency (%)
760505847	1	< 0.1%
658672302	1	< 0.1%
652177271	1	< 0.1%
623279547	2	< 0.1%
533316061	1	< 0.1%
474544677	1	< 0.1%
460935665	1	< 0.1%
458991599	1	< 0.1%
448130642	1	< 0.1%
436471036	1	< 0.1%

genres
Text

Distinct	878
Distinct (%)	18.5%
Missing	0
Missing (%)	0.0%
Memory size	203.2 KiB

Length

Max length	64
Median length	53
Mean length	20.553214
Min length	5

Characters and Unicode

Total characters	97525
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	478 ?
Unique (%)	10.1%

Sample

1st row	Action\|Adventure\|Fantasy\|Sci-Fi
2nd row	Action\|Adventure\|Fantasy
3rd row	Action\|Adventure\|Thriller
4th row	Action\|Thriller
5th row	Action\|Adventure\|Sci-Fi

Value	Count	Frequency (%)
drama	210	4.4%
comedy	190	4.0%
comedy\|drama	182	3.8%
comedy\|drama\|romance	182	3.8%
comedy\|romance	150	3.2%
drama\|romance	148	3.1%
crime\|drama\|thriller	95	2.0%
horror	65	1.4%
action\|crime\|thriller	64	1.3%
action\|crime\|drama\|thriller	64	1.3%
Other values (868)	3395	71.5%

Most occurring characters

Value	Count	Frequency (%)
r	9993	10.2%
\|	9056	9.3%
a	8556	8.8%
e	7578	7.8%
m	6981	7.2%
i	6285	6.4%
o	6041	6.2%
y	4393	4.5%
n	4300	4.4%
t	3843	3.9%
Other values (23)	30499	31.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	97525	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	9993	10.2%
\|	9056	9.3%
a	8556	8.8%
e	7578	7.8%
m	6981	7.2%
i	6285	6.4%
o	6041	6.2%
y	4393	4.5%
n	4300	4.4%
t	3843	3.9%
Other values (23)	30499	31.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	97525	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	9993	10.2%
\|	9056	9.3%
a	8556	8.8%
e	7578	7.8%
m	6981	7.2%
i	6285	6.4%
o	6041	6.2%
y	4393	4.5%
n	4300	4.4%
t	3843	3.9%
Other values (23)	30499	31.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	97525	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	9993	10.2%
\|	9056	9.3%
a	8556	8.8%
e	7578	7.8%
m	6981	7.2%
i	6285	6.4%
o	6041	6.2%
y	4393	4.5%
n	4300	4.4%
t	3843	3.9%
Other values (23)	30499	31.3%

actor_1_name
Text

Distinct	1928
Distinct (%)	40.6%
Missing	0
Missing (%)	0.0%
Memory size	203.2 KiB

Length

Max length	27
Median length	24
Mean length	13.179979
Min length	4

Characters and Unicode

Total characters	62539
Distinct characters	75
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1227 ?
Unique (%)	25.9%

Sample

1st row	CCH Pounder
2nd row	Johnny Depp
3rd row	Christoph Waltz
4th row	Tom Hardy
5th row	Daryl Sabara

Value	Count	Frequency (%)
robert	107	1.1%
tom	91	0.9%
michael	83	0.8%
de	56	0.6%
jason	54	0.5%
james	50	0.5%
steve	50	0.5%
bruce	49	0.5%
jr	49	0.5%
niro	48	0.5%
Other values (2681)	9197	93.5%

Most occurring characters

Value	Count	Frequency (%)
e	5878	9.4%
a	5359	8.6%
	5089	8.1%
n	4542	7.3%
r	4040	6.5%
i	3995	6.4%
o	3675	5.9%
l	3109	5.0%
t	2449	3.9%
s	2216	3.5%
Other values (65)	22187	35.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	62539	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	5878	9.4%
a	5359	8.6%
	5089	8.1%
n	4542	7.3%
r	4040	6.5%
i	3995	6.4%
o	3675	5.9%
l	3109	5.0%
t	2449	3.9%
s	2216	3.5%
Other values (65)	22187	35.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	62539	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	5878	9.4%
a	5359	8.6%
	5089	8.1%
n	4542	7.3%
r	4040	6.5%
i	3995	6.4%
o	3675	5.9%
l	3109	5.0%
t	2449	3.9%
s	2216	3.5%
Other values (65)	22187	35.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	62539	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	5878	9.4%
a	5359	8.6%
	5089	8.1%
n	4542	7.3%
r	4040	6.5%
i	3995	6.4%
o	3675	5.9%
l	3109	5.0%
t	2449	3.9%
s	2216	3.5%
Other values (65)	22187	35.5%

movie_title
Text

Distinct	4624
Distinct (%)	97.4%
Missing	0
Missing (%)	0.0%
Memory size	203.2 KiB

Length

Max length	87
Median length	59
Mean length	16.291254
Min length	2

Characters and Unicode

Total characters	77302
Distinct characters	92
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4509 ?
Unique (%)	95.0%

Sample

1st row	Avatar
2nd row	Pirates of the Caribbean: At World's End
3rd row	Spectre
4th row	The Dark Knight Rises
5th row	John Carter

Value	Count	Frequency (%)
the	1513	11.5%
of	452	3.4%
a	178	1.4%
and	138	1.1%
in	115	0.9%
2	104	0.8%
to	99	0.8%
	76	0.6%
man	64	0.5%
love	53	0.4%
Other values (4679)	10342	78.7%

Most occurring characters

Value	Count	Frequency (%)
	8389	10.9%
e	7420	9.6%
	4745	6.1%
a	4561	5.9%
o	4390	5.7%
r	3892	5.0%
n	3881	5.0%
i	3714	4.8%
t	3590	4.6%
s	2841	3.7%
Other values (82)	29879	38.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	77302	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	8389	10.9%
e	7420	9.6%
	4745	6.1%
a	4561	5.9%
o	4390	5.7%
r	3892	5.0%
n	3881	5.0%
i	3714	4.8%
t	3590	4.6%
s	2841	3.7%
Other values (82)	29879	38.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	77302	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	8389	10.9%
e	7420	9.6%
	4745	6.1%
a	4561	5.9%
o	4390	5.7%
r	3892	5.0%
n	3881	5.0%
i	3714	4.8%
t	3590	4.6%
s	2841	3.7%
Other values (82)	29879	38.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	77302	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	8389	10.9%
e	7420	9.6%
	4745	6.1%
a	4561	5.9%
o	4390	5.7%
r	3892	5.0%
n	3881	5.0%
i	3714	4.8%
t	3590	4.6%
s	2841	3.7%
Other values (82)	29879	38.7%

num_voted_users
Real number (ℝ)

Distinct	4593
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88006.199

Minimum	5
Maximum	1689764
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	5
5-th percentile	1106
Q1	10832
median	38142
Q3	102123
95-th percentile	343573.2
Maximum	1689764
Range	1689759
Interquartile range (IQR)	91291

Descriptive statistics

Standard deviation	141146.8
Coefficient of variation (CV)	1.6038279
Kurtosis	23.484704
Mean	88006.199
Median Absolute Deviation (MAD)	32988
Skewness	3.9503719
Sum	4.1758942 × 10⁸
Variance	1.9922418 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
374	3	0.1%
3119	3	0.1%
3665	3	0.1%
6025	3	0.1%
2541	3	0.1%
3943	2	< 0.1%
53	2	< 0.1%
806	2	< 0.1%
25870	2	< 0.1%
3662	2	< 0.1%
Other values (4583)	4720	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
19	1	< 0.1%
28	1	< 0.1%
37	1	< 0.1%
40	1	< 0.1%
47	1	< 0.1%
48	1	< 0.1%
50	1	< 0.1%
53	2	< 0.1%
59	1	< 0.1%

Value	Count	Frequency (%)
1689764	1	< 0.1%
1676169	1	< 0.1%
1468200	1	< 0.1%
1347461	1	< 0.1%
1324680	1	< 0.1%
1251222	1	< 0.1%
1238746	1	< 0.1%
1217752	1	< 0.1%
1215718	1	< 0.1%
1155770	1	< 0.1%

cast_total_fb_likes
Real number (ℝ)

Distinct	3841
Distinct (%)	80.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10097.163

Minimum	0
Maximum	656730
Zeros	14
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	0
5-th percentile	243
Q1	1509
median	3233
Q3	14486
95-th percentile	37757.4
Maximum	656730
Range	656730
Interquartile range (IQR)	12977

Descriptive statistics

Standard deviation	18236.402
Coefficient of variation (CV)	1.8060916
Kurtosis	369.19477
Mean	10097.163
Median Absolute Deviation (MAD)	2424
Skewness	12.857413
Sum	47911040
Variance	3.3256636 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	0.3%
2020	6	0.1%
1044	5	0.1%
673	5	0.1%
29	5	0.1%
1554	4	0.1%
2486	4	0.1%
2321	4	0.1%
1136	4	0.1%
2348	4	0.1%
Other values (3831)	4690	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	0.3%
2	4	0.1%
4	2	< 0.1%
5	3	0.1%
6	2	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
11	1	< 0.1%
13	1	< 0.1%
15	2	< 0.1%

Value	Count	Frequency (%)
656730	1	< 0.1%
303717	1	< 0.1%
283939	1	< 0.1%
263584	1	< 0.1%
170118	1	< 0.1%
140268	1	< 0.1%
137712	1	< 0.1%
120797	1	< 0.1%
108016	1	< 0.1%
106759	1	< 0.1%

actor_3_name
Text

Distinct	3312
Distinct (%)	69.8%
Missing	0
Missing (%)	0.0%
Memory size	203.2 KiB

Length

Max length	29
Median length	25
Mean length	13.073551
Min length	3

Characters and Unicode

Total characters	62034
Distinct characters	81
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2474 ?
Unique (%)	52.1%

Sample

1st row	Wes Studi
2nd row	Jack Davenport
3rd row	Stephanie Sigman
4th row	Joseph Gordon-Levitt
5th row	Polly Walker

Value	Count	Frequency (%)
michael	79	0.8%
john	73	0.7%
david	68	0.7%
james	64	0.7%
robert	46	0.5%
kevin	39	0.4%
paul	39	0.4%
tom	38	0.4%
peter	37	0.4%
steve	36	0.4%
Other values (4097)	9311	94.7%

Most occurring characters

Value	Count	Frequency (%)
e	5867	9.5%
a	5643	9.1%
	5085	8.2%
n	4338	7.0%
r	3959	6.4%
i	3752	6.0%
o	3370	5.4%
l	3321	5.4%
t	2224	3.6%
s	2209	3.6%
Other values (71)	22266	35.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	62034	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	5867	9.5%
a	5643	9.1%
	5085	8.2%
n	4338	7.0%
r	3959	6.4%
i	3752	6.0%
o	3370	5.4%
l	3321	5.4%
t	2224	3.6%
s	2209	3.6%
Other values (71)	22266	35.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	62034	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	5867	9.5%
a	5643	9.1%
	5085	8.2%
n	4338	7.0%
r	3959	6.4%
i	3752	6.0%
o	3370	5.4%
l	3321	5.4%
t	2224	3.6%
s	2209	3.6%
Other values (71)	22266	35.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	62034	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	5867	9.5%
a	5643	9.1%
	5085	8.2%
n	4338	7.0%
r	3959	6.4%
i	3752	6.0%
o	3370	5.4%
l	3321	5.4%
t	2224	3.6%
s	2209	3.6%
Other values (71)	22266	35.9%

facenumber_in_poster
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3595364

Minimum	0
Maximum	43
Zeros	2035
Zeros (%)	42.9%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	43
Range	43
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.0082372
Coefficient of variation (CV)	1.4771486
Kurtosis	55.329778
Mean	1.3595364
Median Absolute Deviation (MAD)	1
Skewness	4.5395464
Sum	6451
Variance	4.0330166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	2035	42.9%
1	1186	25.0%
2	673	14.2%
3	364	7.7%
4	193	4.1%
5	101	2.1%
6	68	1.4%
7	45	0.9%
8	34	0.7%
9	16	0.3%
Other values (9)	30	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2035	42.9%
1	1186	25.0%
2	673	14.2%
3	364	7.7%
4	193	4.1%
5	101	2.1%
6	68	1.4%
7	45	0.9%
8	34	0.7%
9	16	0.3%

Value	Count	Frequency (%)
43	1	< 0.1%
31	1	< 0.1%
19	1	< 0.1%
15	5	0.1%
14	1	< 0.1%
13	2	< 0.1%
12	4	0.1%
11	5	0.1%
10	10	0.2%
9	16	0.3%

plot_keywords
Text

Distinct	4620
Distinct (%)	97.4%
Missing	0
Missing (%)	0.0%
Memory size	203.2 KiB

Length

Max length	149
Median length	102
Mean length	52.409905
Min length	2

Characters and Unicode

Total characters	248685
Distinct characters	42
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4503 ?
Unique (%)	94.9%

Sample

1st row	avatar\|future\|marine\|native\|paraplegic
2nd row	goddess\|marriage ceremony\|marriage proposal\|pirate\|singapore
3rd row	bomb\|espionage\|sequel\|spy\|terrorist
4th row	deception\|imprisonment\|lawlessness\|police officer\|terrorist plot
5th row	alien\|american civil war\|male nipple\|mars\|princess

Value	Count	Frequency (%)
in	314	1.8%
of	215	1.2%
on	196	1.1%
the	187	1.1%
a	182	1.0%
to	178	1.0%
york	120	0.7%
female	102	0.6%
by	99	0.6%
based	98	0.6%
Other values (11164)	15734	90.3%

Most occurring characters

Value	Count	Frequency (%)
e	24053	9.7%
a	18996	7.6%
\|	18684	7.5%
i	18136	7.3%
r	17581	7.1%
t	15663	6.3%
n	15225	6.1%
o	15001	6.0%
s	12894	5.2%
	12680	5.1%
Other values (32)	79772	32.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	248685	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	24053	9.7%
a	18996	7.6%
\|	18684	7.5%
i	18136	7.3%
r	17581	7.1%
t	15663	6.3%
n	15225	6.1%
o	15001	6.0%
s	12894	5.2%
	12680	5.1%
Other values (32)	79772	32.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	248685	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	24053	9.7%
a	18996	7.6%
\|	18684	7.5%
i	18136	7.3%
r	17581	7.1%
t	15663	6.3%
n	15225	6.1%
o	15001	6.0%
s	12894	5.2%
	12680	5.1%
Other values (32)	79772	32.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	248685	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	24053	9.7%
a	18996	7.6%
\|	18684	7.5%
i	18136	7.3%
r	17581	7.1%
t	15663	6.3%
n	15225	6.1%
o	15001	6.0%
s	12894	5.2%
	12680	5.1%
Other values (32)	79772	32.1%

num_user_for_reviews
Real number (ℝ)

Distinct	953
Distinct (%)	20.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	285.58714

Minimum	1
Maximum	5060
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	1
5-th percentile	15
Q1	75
median	167
Q3	341
95-th percentile	928
Maximum	5060
Range	5059
Interquartile range (IQR)	266

Descriptive statistics

Standard deviation	383.9471
Coefficient of variation (CV)	1.3444131
Kurtosis	25.692807
Mean	285.58714
Median Absolute Deviation (MAD)	114
Skewness	4.0715798
Sum	1355111
Variance	147415.37
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	30	0.6%
50	25	0.5%
32	24	0.5%
14	22	0.5%
53	22	0.5%
31	22	0.5%
21	22	0.5%
27	21	0.4%
10	21	0.4%
39	21	0.4%
Other values (943)	4515	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	18	0.4%
2	10	0.2%
3	17	0.4%
4	11	0.2%
5	14	0.3%
6	17	0.4%
7	12	0.3%
8	14	0.3%
9	17	0.4%
10	21	0.4%

Value	Count	Frequency (%)
5060	1	< 0.1%
4667	1	< 0.1%
4144	1	< 0.1%
3646	1	< 0.1%
3597	1	< 0.1%
3516	1	< 0.1%
3400	1	< 0.1%
3286	1	< 0.1%
3189	1	< 0.1%
3054	1	< 0.1%

country
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	203.2 KiB

USA	3607
Other	713
UK	425

Length

Max length	5
Median length	3
Mean length	3.2109589
Min length	2

Characters and Unicode

Total characters	15236
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	USA
2nd row	USA
3rd row	UK
4th row	USA
5th row	USA

Common Values

Value	Count	Frequency (%)
USA	3607	76.0%
Other	713	15.0%
UK	425	9.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
usa	3607	76.0%
other	713	15.0%
uk	425	9.0%

Most occurring characters

Value	Count	Frequency (%)
U	4032	26.5%
S	3607	23.7%
A	3607	23.7%
O	713	4.7%
t	713	4.7%
h	713	4.7%
e	713	4.7%
r	713	4.7%
K	425	2.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15236	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
U	4032	26.5%
S	3607	23.7%
A	3607	23.7%
O	713	4.7%
t	713	4.7%
h	713	4.7%
e	713	4.7%
r	713	4.7%
K	425	2.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15236	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
U	4032	26.5%
S	3607	23.7%
A	3607	23.7%
O	713	4.7%
t	713	4.7%
h	713	4.7%
e	713	4.7%
r	713	4.7%
K	425	2.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15236	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
U	4032	26.5%
S	3607	23.7%
A	3607	23.7%
O	713	4.7%
t	713	4.7%
h	713	4.7%
e	713	4.7%
r	713	4.7%
K	425	2.8%

content_rating
Categorical

IMBALANCE

Distinct	15
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	203.2 KiB

R	2255
PG-13	1436
PG	683
G	109
Not Rated	102
Other values (10)	160

Length

Max length	9
Median length	1
Mean length	2.7028451
Min length	1

Characters and Unicode

Total characters	12825
Distinct characters	27
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	PG-13
2nd row	PG-13
3rd row	PG-13
4th row	PG-13
5th row	PG-13

Common Values

Value	Count	Frequency (%)
R	2255	47.5%
PG-13	1436	30.3%
PG	683	14.4%
G	109	2.3%
Not Rated	102	2.1%
Unrated	58	1.2%
Approved	55	1.2%
X	13	0.3%
Passed	9	0.2%
NC-17	7	0.1%
Other values (5)	18	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
r	2255	46.5%
pg-13	1436	29.6%
pg	683	14.1%
g	109	2.2%
not	102	2.1%
rated	102	2.1%
unrated	58	1.2%
approved	55	1.1%
x	13	0.3%
passed	9	0.2%
Other values (6)	25	0.5%

Most occurring characters

Value	Count	Frequency (%)
R	2357	18.4%
G	2238	17.5%
P	2135	16.6%
-	1450	11.3%
1	1446	11.3%
3	1436	11.2%
t	262	2.0%
e	224	1.7%
d	224	1.7%
a	169	1.3%
Other values (17)	884	6.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12825	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
R	2357	18.4%
G	2238	17.5%
P	2135	16.6%
-	1450	11.3%
1	1446	11.3%
3	1436	11.2%
t	262	2.0%
e	224	1.7%
d	224	1.7%
a	169	1.3%
Other values (17)	884	6.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12825	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
R	2357	18.4%
G	2238	17.5%
P	2135	16.6%
-	1450	11.3%
1	1446	11.3%
3	1436	11.2%
t	262	2.0%
e	224	1.7%
d	224	1.7%
a	169	1.3%
Other values (17)	884	6.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12825	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
R	2357	18.4%
G	2238	17.5%
P	2135	16.6%
-	1450	11.3%
1	1446	11.3%
3	1436	11.2%
t	262	2.0%
e	224	1.7%
d	224	1.7%
a	169	1.3%
Other values (17)	884	6.9%

budget
Real number (ℝ)

SKEWED

Distinct	432
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39308861

Minimum	218
Maximum	1.22155 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	218
5-th percentile	800000
Q1	7500000
median	20000000
Q3	40000000
95-th percentile	1.25 × 10⁸
Maximum	1.22155 × 10¹⁰
Range	1.22155 × 10¹⁰
Interquartile range (IQR)	32500000

Descriptive statistics

Standard deviation	2.0182661 × 10⁸
Coefficient of variation (CV)	5.1343796
Kurtosis	2842.5051
Mean	39308861
Median Absolute Deviation (MAD)	15000000
Skewness	49.200958
Sum	1.8652054 × 10¹¹
Variance	4.0733982 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000000	448	9.4%
30000000	146	3.1%
15000000	143	3.0%
25000000	141	3.0%
10000000	137	2.9%
40000000	132	2.8%
35000000	121	2.6%
50000000	104	2.2%
5000000	103	2.2%
60000000	94	2.0%
Other values (422)	3176	66.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
218	1	< 0.1%
1100	1	< 0.1%
4500	1	< 0.1%
7000	3	0.1%
9000	1	< 0.1%
10000	2	< 0.1%
14000	1	< 0.1%
15000	2	< 0.1%
20000	3	0.1%
22000	1	< 0.1%

Value	Count	Frequency (%)
1.22155 × 10¹⁰	1	< 0.1%
4200000000	1	< 0.1%
2500000000	1	< 0.1%
2400000000	1	< 0.1%
2127519898	1	< 0.1%
1100000000	1	< 0.1%
1000000000	1	< 0.1%
700000000	2	< 0.1%
600000000	1	< 0.1%
553632000	1	< 0.1%

title_year
Real number (ℝ)

Distinct	91
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2002.1144

Minimum	1916
Maximum	2016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	1916
5-th percentile	1978
Q1	1999
median	2005
Q3	2010
95-th percentile	2015
Maximum	2016
Range	100
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	12.502688
Coefficient of variation (CV)	0.0062447421
Kurtosis	7.3303826
Mean	2002.1144
Median Absolute Deviation (MAD)	6
Skewness	-2.2773413
Sum	9500033
Variance	156.31721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2009	254	5.4%
2006	236	5.0%
2010	222	4.7%
2008	222	4.7%
2014	218	4.6%
2011	215	4.5%
2005	215	4.5%
2013	214	4.5%
2004	209	4.4%
2012	206	4.3%
Other values (81)	2534	53.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1916	1	< 0.1%
1920	1	< 0.1%
1925	1	< 0.1%
1927	1	< 0.1%
1929	2	< 0.1%
1930	1	< 0.1%
1932	1	< 0.1%
1933	2	< 0.1%
1934	1	< 0.1%
1935	1	< 0.1%

Value	Count	Frequency (%)
2016	85	1.8%
2015	186	3.9%
2014	218	4.6%
2013	214	4.5%
2012	206	4.3%
2011	215	4.5%
2010	222	4.7%
2009	254	5.4%
2008	222	4.7%
2007	199	4.2%

actor_2_fb_likes
Real number (ℝ)

Distinct	906
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1727.8936

Minimum	0
Maximum	137000
Zeros	32
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	0
5-th percentile	33
Q1	300
median	617
Q3	931
95-th percentile	11000
Maximum	137000
Range	137000
Interquartile range (IQR)	631

Descriptive statistics

Standard deviation	4148.4537
Coefficient of variation (CV)	2.4008734
Kurtosis	244.61784
Mean	1727.8936
Median Absolute Deviation (MAD)	316
Skewness	9.6427963
Sum	8198855
Variance	17209668
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	302	6.4%
11000	111	2.3%
2000	98	2.1%
3000	75	1.6%
10000	47	1.0%
14000	41	0.9%
13000	40	0.8%
826	37	0.8%
4000	33	0.7%
0	32	0.7%
Other values (896)	3929	82.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32	0.7%
2	11	0.2%
3	9	0.2%
4	11	0.2%
5	8	0.2%
6	7	0.1%
7	2	< 0.1%
8	9	0.2%
9	12	0.3%
10	8	0.2%

Value	Count	Frequency (%)
137000	1	< 0.1%
29000	1	< 0.1%
27000	2	< 0.1%
25000	3	0.1%
23000	6	0.1%
22000	11	0.2%
21000	4	0.1%
20000	6	0.1%
19000	7	0.1%
18000	9	0.2%

imdb_score
Real number (ℝ)

Distinct	76
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4322234

Minimum	1.6
Maximum	9.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	1.6
5-th percentile	4.4
Q1	5.8
median	6.6
Q3	7.2
95-th percentile	8
Maximum	9.3
Range	7.7
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.1002781
Coefficient of variation (CV)	0.1710572
Kurtosis	1.0444812
Mean	6.4322234
Median Absolute Deviation (MAD)	0.7
Skewness	-0.76831284
Sum	30520.9
Variance	1.2106119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.7	214	4.5%
6.6	192	4.0%
7.2	183	3.9%
6.5	183	3.9%
6.4	180	3.8%
6.8	178	3.8%
7	176	3.7%
7.3	175	3.7%
6.1	174	3.7%
7.1	173	3.6%
Other values (66)	2917	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.6	1	< 0.1%
1.7	1	< 0.1%
1.9	3	0.1%
2	2	< 0.1%
2.1	3	0.1%
2.2	3	0.1%
2.3	3	0.1%
2.4	2	< 0.1%
2.5	2	< 0.1%
2.6	1	< 0.1%

Value	Count	Frequency (%)
9.3	1	< 0.1%
9.2	1	< 0.1%
9	2	< 0.1%
8.9	5	0.1%
8.8	5	0.1%
8.7	8	0.2%
8.6	11	0.2%
8.5	21	0.4%
8.4	23	0.5%
8.3	35	0.7%

aspect_ratio
Real number (ℝ)

Distinct	20
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1256797

Minimum	1.18
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	1.18
5-th percentile	1.78
Q1	1.85
median	2.35
Q3	2.35
95-th percentile	2.35
Maximum	16
Range	14.82
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.63597663
Coefficient of variation (CV)	0.29918743
Kurtosis	379.54111
Mean	2.1256797
Median Absolute Deviation (MAD)	0
Skewness	17.448477
Sum	10086.35
Variance	0.40446628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
2.35	2523	53.2%
1.85	1886	39.7%
1.37	97	2.0%
1.78	80	1.7%
1.66	63	1.3%
1.33	37	0.8%
2.2	15	0.3%
2.39	14	0.3%
16	8	0.2%
2	4	0.1%
Other values (10)	18	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.18	1	< 0.1%
1.2	1	< 0.1%
1.33	37	0.8%
1.37	97	2.0%
1.44	1	< 0.1%
1.5	2	< 0.1%
1.66	63	1.3%
1.75	3	0.1%
1.77	1	< 0.1%
1.78	80	1.7%

Value	Count	Frequency (%)
16	8	0.2%
2.76	3	0.1%
2.55	2	< 0.1%
2.4	3	0.1%
2.39	14	0.3%
2.35	2523	53.2%
2.24	1	< 0.1%
2.2	15	0.3%
2	4	0.1%
1.85	1886	39.7%

movie_fb_likes
Real number (ℝ)

ZEROS

Distinct	836
Distinct (%)	17.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7822.658

Minimum	0
Maximum	349000
Zeros	2104
Zeros (%)	44.3%
Negative	0
Negative (%)	0.0%
Memory size	203.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	181
Q3	5000
95-th percentile	41800
Maximum	349000
Range	349000
Interquartile range (IQR)	5000

Descriptive statistics

Standard deviation	19644.251
Coefficient of variation (CV)	2.511199
Kurtosis	39.865391
Mean	7822.658
Median Absolute Deviation (MAD)	181
Skewness	4.9492684
Sum	37118512
Variance	3.8589659 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2104	44.3%
1000	103	2.2%
11000	81	1.7%
10000	79	1.7%
12000	60	1.3%
13000	58	1.2%
2000	54	1.1%
15000	52	1.1%
14000	47	1.0%
16000	46	1.0%
Other values (826)	2061	43.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2104	44.3%
4	2	< 0.1%
5	1	< 0.1%
7	2	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
12	2	< 0.1%
14	1	< 0.1%
16	1	< 0.1%
17	3	0.1%

Value	Count	Frequency (%)
349000	1	< 0.1%
199000	1	< 0.1%
197000	1	< 0.1%
191000	1	< 0.1%
190000	1	< 0.1%
175000	1	< 0.1%
165000	1	< 0.1%
164000	1	< 0.1%
153000	1	< 0.1%
150000	1	< 0.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	director_name	num_critic_for_reviews	duration	director_fb_likes	actor_3_fb_likes	actor_2_name	actor_1_fb_likes	gross	genres	actor_1_name	movie_title	num_voted_users	cast_total_fb_likes	actor_3_name	facenumber_in_poster	plot_keywords	num_user_for_reviews	country	content_rating	budget	title_year	actor_2_fb_likes	imdb_score	aspect_ratio	movie_fb_likes
0	James Cameron	723.0	178.0	0.0	855.0	Joel David Moore	1000.0	760505847.0	Action\|Adventure\|Fantasy\|Sci-Fi	CCH Pounder	Avatar	886204	4834	Wes Studi	0.0	avatar\|future\|marine\|native\|paraplegic	3054.0	USA	PG-13	237000000.0	2009.0	936.0	7.9	1.78	33000
1	Gore Verbinski	302.0	169.0	563.0	1000.0	Orlando Bloom	40000.0	309404152.0	Action\|Adventure\|Fantasy	Johnny Depp	Pirates of the Caribbean: At World's End	471220	48350	Jack Davenport	0.0	goddess\|marriage ceremony\|marriage proposal\|pirate\|singapore	1238.0	USA	PG-13	300000000.0	2007.0	5000.0	7.1	2.35	0
2	Sam Mendes	602.0	148.0	0.0	161.0	Rory Kinnear	11000.0	200074175.0	Action\|Adventure\|Thriller	Christoph Waltz	Spectre	275868	11700	Stephanie Sigman	1.0	bomb\|espionage\|sequel\|spy\|terrorist	994.0	UK	PG-13	245000000.0	2015.0	393.0	6.8	2.35	85000
3	Christopher Nolan	813.0	164.0	22000.0	23000.0	Christian Bale	27000.0	448130642.0	Action\|Thriller	Tom Hardy	The Dark Knight Rises	1144337	106759	Joseph Gordon-Levitt	0.0	deception\|imprisonment\|lawlessness\|police officer\|terrorist plot	2701.0	USA	PG-13	250000000.0	2012.0	23000.0	8.5	2.35	164000
5	Andrew Stanton	462.0	132.0	475.0	530.0	Samantha Morton	640.0	73058679.0	Action\|Adventure\|Sci-Fi	Daryl Sabara	John Carter	212204	1873	Polly Walker	1.0	alien\|american civil war\|male nipple\|mars\|princess	738.0	USA	PG-13	263700000.0	2012.0	632.0	6.6	2.35	24000
6	Sam Raimi	392.0	156.0	0.0	4000.0	James Franco	24000.0	336530303.0	Action\|Adventure\|Romance	J.K. Simmons	Spider-Man 3	383056	46055	Kirsten Dunst	0.0	sandman\|spider man\|symbiote\|venom\|villain	1902.0	USA	PG-13	258000000.0	2007.0	11000.0	6.2	2.35	0
7	Nathan Greno	324.0	100.0	15.0	284.0	Donna Murphy	799.0	200807262.0	Adventure\|Animation\|Comedy\|Family\|Fantasy\|Musical\|Romance	Brad Garrett	Tangled	294810	2036	M.C. Gainey	1.0	17th century\|based on fairy tale\|disney\|flower\|tower	387.0	USA	PG	260000000.0	2010.0	553.0	7.8	1.85	29000
8	Joss Whedon	635.0	141.0	0.0	19000.0	Robert Downey Jr.	26000.0	458991599.0	Action\|Adventure\|Sci-Fi	Chris Hemsworth	Avengers: Age of Ultron	462669	92000	Scarlett Johansson	4.0	artificial intelligence\|based on comic book\|captain america\|marvel cinematic universe\|superhero	1117.0	USA	PG-13	250000000.0	2015.0	21000.0	7.5	2.35	118000
9	David Yates	375.0	153.0	282.0	10000.0	Daniel Radcliffe	25000.0	301956980.0	Adventure\|Family\|Fantasy\|Mystery	Alan Rickman	Harry Potter and the Half-Blood Prince	321795	58753	Rupert Grint	3.0	blood\|book\|love\|potion\|professor	973.0	UK	PG	250000000.0	2009.0	11000.0	7.5	2.35	10000
10	Zack Snyder	673.0	183.0	0.0	2000.0	Lauren Cohan	15000.0	330249062.0	Action\|Adventure\|Sci-Fi	Henry Cavill	Batman v Superman: Dawn of Justice	371639	24450	Alan D. Purwin	0.0	based on comic book\|batman\|sequel to a reboot\|superhero\|superman	3018.0	USA	PG-13	250000000.0	2016.0	4000.0	6.9	2.35	197000

	director_name	num_critic_for_reviews	duration	director_fb_likes	actor_3_fb_likes	actor_2_name	actor_1_fb_likes	gross	genres	actor_1_name	movie_title	num_voted_users	cast_total_fb_likes	actor_3_name	facenumber_in_poster	plot_keywords	num_user_for_reviews	country	content_rating	budget	title_year	actor_2_fb_likes	imdb_score	aspect_ratio	movie_fb_likes
5026	Olivier Assayas	81.0	110.0	107.0	45.0	Béatrice Dalle	576.0	136007.0	Drama\|Music\|Romance	Maggie Cheung	Clean	3924	776	Don McKellar	1.0	jail\|junkie\|money\|motel\|singer	39.0	Other	R	4500.0	2004.0	133.0	6.9	2.35	171
5027	Jafar Panahi	64.0	90.0	397.0	0.0	Nargess Mamizadeh	5.0	673780.0	Drama	Fereshteh Sadre Orafaiy	The Circle	4555	5	Mojgan Faramarzi	0.0	abortion\|bus\|hospital\|prison\|prostitution	26.0	Other	Not Rated	10000.0	2000.0	0.0	7.5	1.85	697
5029	Kiyoshi Kurosawa	78.0	111.0	62.0	6.0	Anna Nakagawa	89.0	94596.0	Crime\|Horror\|Mystery\|Thriller	Kôji Yakusho	The Cure	6318	115	Denden	0.0	breasts\|interrogation\|investigation\|murder\|watching television	50.0	Other	R	1000000.0	1997.0	13.0	7.4	1.85	817
5032	Ash Baron-Cohen	10.0	98.0	3.0	152.0	Stanley B. Herman	789.0	24848292.0	Crime\|Drama	Peter Greene	Bang	438	1186	James Noble	1.0	corruption\|homeless\|homeless man\|motorcycle\|urban legend	14.0	USA	R	20000000.0	1995.0	194.0	6.4	2.35	20
5033	Shane Carruth	143.0	77.0	291.0	8.0	David Sullivan	291.0	424760.0	Drama\|Sci-Fi\|Thriller	Shane Carruth	Primer	72639	368	Casey Gooden	0.0	changing the future\|independent film\|invention\|nonlinear timeline\|time travel	371.0	USA	PG-13	7000.0	2004.0	45.0	7.0	1.85	19000
5034	Neill Dela Llana	35.0	80.0	0.0	0.0	Edgar Tancangco	0.0	70071.0	Thriller	Ian Gamazon	Cavite	589	0	Quynn Ton	0.0	jihad\|mindanao\|philippines\|security guard\|squatter	35.0	Other	Not Rated	7000.0	2005.0	0.0	6.3	2.35	74
5035	Robert Rodriguez	56.0	81.0	0.0	6.0	Peter Marquardt	121.0	2040920.0	Action\|Crime\|Drama\|Romance\|Thriller	Carlos Gallardo	El Mariachi	52055	147	Consuelo Gómez	0.0	assassin\|death\|guitar\|gun\|mariachi	130.0	USA	R	7000.0	1992.0	20.0	6.9	1.37	0
5037	Edward Burns	14.0	95.0	0.0	133.0	Caitlin FitzGerald	296.0	4584.0	Comedy\|Drama	Kerry Bishé	Newlyweds	1338	690	Daniella Pineda	1.0	written and directed by cast member	14.0	USA	Not Rated	9000.0	2011.0	205.0	6.4	2.35	413
5038	Scott Smith	1.0	87.0	2.0	318.0	Daphne Zuniga	637.0	24848292.0	Comedy\|Drama	Eric Mabius	Signed Sealed Delivered	629	2283	Crystal Lowe	2.0	fraud\|postal worker\|prison\|theft\|trial	6.0	Other	R	20000000.0	2013.0	470.0	7.7	2.35	84
5042	Jon Gunn	43.0	90.0	16.0	16.0	Brian Herzlinger	86.0	85222.0	Documentary	John August	My Date with Drew	4285	163	Jon Gunn	0.0	actress name in title\|crush\|date\|four word title\|video camera	84.0	USA	PG	1100.0	2004.0	23.0	6.6	1.85	456

Most frequently occurring

	director_name	num_critic_for_reviews	duration	director_fb_likes	actor_3_fb_likes	actor_2_name	actor_1_fb_likes	gross	genres	actor_1_name	movie_title	num_voted_users	cast_total_fb_likes	actor_3_name	facenumber_in_poster	plot_keywords	num_user_for_reviews	country	content_rating	budget	title_year	actor_2_fb_likes	imdb_score	aspect_ratio	movie_fb_likes	# duplicates
0	Albert Hughes	208.0	122.0	117.0	140.0	Jason Flemyng	40000.0	31598308.0	Horror\|Mystery\|Thriller	Johnny Depp	From Hell	124765	41636	Ian Richardson	1.0	freemason\|jack the ripper\|opium\|prostitute\|victorian era	541.0	USA	R	35000000.0	2001.0	1000.0	6.8	2.35	0	2
1	Angelina Jolie Pitt	322.0	137.0	11000.0	465.0	Jack O'Connell	769.0	115603980.0	Biography\|Drama\|Sport\|War	Finn Wittrock	Unbroken	103589	2938	Alex Russell	0.0	emaciation\|male nudity\|plane crash\|prisoner of war\|torture	351.0	USA	PG-13	65000000.0	2014.0	698.0	7.2	2.35	35000	2
2	Bill Condon	322.0	115.0	386.0	12000.0	Kristen Stewart	21000.0	292298923.0	Adventure\|Drama\|Fantasy\|Romance	Robert Pattinson	The Twilight Saga: Breaking Dawn - Part 2	185394	59177	Taylor Lautner	3.0	battle\|friend\|super strength\|vampire\|vision	329.0	USA	PG-13	120000000.0	2012.0	17000.0	5.5	2.35	65000	2
3	Brett Ratner	245.0	101.0	420.0	467.0	Rufus Sewell	12000.0	72660029.0	Action\|Adventure	Dwayne Johnson	Hercules	115687	16235	Ingrid Bolsø Berdal	0.0	army\|greek mythology\|hercules\|king\|mercenary	269.0	USA	PG-13	100000000.0	2014.0	3000.0	6.0	2.35	21000	2
4	Bruce McCulloch	52.0	85.0	54.0	455.0	Megan Mullally	985.0	13973532.0	Comedy\|Crime	Martin Starr	Stealing Harvard	11211	3065	Chris Penn	1.0	black humor\|crying during sex\|harvard\|humor\|man with glasses	92.0	USA	PG-13	25000000.0	2002.0	637.0	5.1	1.85	215	2
5	Danny Boyle	393.0	101.0	0.0	888.0	Spencer Wilding	3000.0	2319187.0	Crime\|Drama\|Mystery\|Thriller	Rosario Dawson	Trance	92640	5056	Tuppence Middleton	0.0	amnesia\|criminal\|heist\|hypnotherapy\|lost painting	212.0	UK	R	20000000.0	2013.0	1000.0	7.0	2.35	23000	2
6	David Hewlett	8.0	88.0	686.0	405.0	David Hewlett	847.0	24848292.0	Comedy	Christopher Judge	A Dog's Breakfast	3262	2364	Paul McGillion	2.0	dog\|vegetarian	46.0	Other	R	120000.0	2007.0	686.0	7.0	1.78	377	2
7	David Yates	248.0	110.0	282.0	103.0	Alexander Skarsgård	11000.0	124051759.0	Action\|Adventure\|Drama\|Romance	Christoph Waltz	The Legend of Tarzan	42372	21175	Casper Crump	2.0	africa\|capture\|jungle\|male objectification\|tarzan	239.0	USA	PG-13	180000000.0	2016.0	10000.0	6.6	2.35	29000	2
8	Frank Oz	168.0	87.0	0.0	548.0	Ewen Bremner	22000.0	8579684.0	Comedy	Peter Dinklage	Death at a Funeral	89547	24324	Kris Marshall	0.0	end credits roll call\|four word title\|funeral\|secret\|uncle	199.0	USA	R	9000000.0	2007.0	557.0	7.4	1.85	0	2
9	George A. Romero	284.0	96.0	0.0	56.0	Duane Jones	125.0	236452.0	Drama\|Horror\|Mystery	Judith O'Dea	Night of the Living Dead	87978	403	S. William Hinzman	5.0	cemetery\|farmhouse\|radiation\|running out of gas\|zombie	580.0	USA	Unrated	114000.0	1968.0	108.0	8.0	1.85	0	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts